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Learning Theory

Learning theory

Papers

Showing 261270 of 852 papers

TitleStatusHype
Enhancing Pattern Classification in Support Vector Machines through Matrix Formulation0
Generalization within in silico screening0
Credit Assignment: Challenges and Opportunities in Developing Human-like AI Agents0
Properly Learning Decision Trees with Queries Is NP-Hard0
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms0
A Combinatorial Characterization of Supervised Online Learnability0
Learning Theory of Distribution Regression with Neural Networks0
Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness0
Neural Hilbert Ladders: Multi-Layer Neural Networks in Function Space0
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit0
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